▪ Served as a technical expert for and liaison between AROBS and Continental to communicate and present research results and technical details on the performance of algorithms, data marking, tools, and other solutions.
▪ Designed and developed the Ground Truth System for three final solutions delivered to PSA, Hyundai, and BMW.
▪ Oversaw and managed the Human Annotation team with ~ 200 Head Count while managing a 1M€+ budget.
▪ Selected and managed a team of suppliers to produce high-quality ground truth data for driver monitoring, resulting in a 25% reduction in data errors and a 50% increase in data collection efficiency.
▪ Delivered a dataset with an accuracy of 99.9% (including corner cases) and a 90% reduction in false positives by implementing new validation protocols and performance metrics.
▪ Developed a new tool for validating driver monitoring algorithms that streamlined the validation process by automating repetitive tasks, reducing manual labor by 80%, improving the overall performance of algorithms.